A tremor ran through him. He saw her face, usually so open and expressive, now a guarded mask. She had been taking those calls for so long. The phone was buzzing again. He felt the blood rush to his head, a hot, suffocating wave. He began to pace.

He stared at the phone. It sat on the coffee table, a sleek black object of betrayal. He felt a sudden, irresistible urge to fling it across the room, to shatter it into a million pieces.

He spun on his heel and stalked into the bedroom, slamming the door behind him with a resounding thud. The silence was an ominous void, filled with unanswered questions.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290